Research

Computer Science & Statistics

 
Dont Look at the Data! How Differential Privacy Reconfigures the Practices of Data Analysis
with Sophia Song, Audrey Haque, Tania Schlatter, and Salil Vadhan
Presented at Theory and Practice of Differential Privacy (TPDP), 2022.
Manuscript on arXiv soon.
 
Controlling Privacy Loss in Sampling Schemes: An Analysis of Stratified and Cluster Sampling
with Mark Bun, Jörg Drechsler, Marco Gaboardi, and Audra McMillan 
Foundations of Responsible Computing (FORC), 2022.
 
Nonparametric Differentially Private Confidence Intervals for the Median
with Jörg Drechsler, Ira Globus-Harris, Audra McMillan, and Adam Smith
Presented at Theory and Practice of Differential Privacy (TPDP), 2021.
Journal of Survey Statistics and Methodology (JSSAM), 2022.
 
Analyzing the Differentially Private Theil-Sen Estimator for Simple Linear Regression
with Salil Vadhan
Presented at Theory and Practice of Differential Privacy (TPDP), 2021.
 
Differentially Private Simple Linear Regression
with Daniel Alabi, Audra McMillan, Adam Smith, and Salil Vadhan
Presented at Theory and Practice of Differential Privacy (TPDP), 2020.
Proceedings on Privacy Enhancing Technologies (PoPETs), 2022.
 
Efficient Multi-Key Verifiable Shuffles 
with Benedikt Bünz and Mariana Raykova
Working paper, last updated in 2020
[pdf]
 

Technology & Society

 
Differential Perspectives: Epistemic Disconnects Surrounding the US Census Bureau’s Use of Differential Privacy
with danah boyd
Presented at Privacy Law Scholars Conference, 2022.
Harvard Data Science Review, 2022.
 
From Algorithmic to Institutional Logics: The Politics of Differential Privacy
Presented at Privacy Law Scholars Conference, 2021.
[SSRN]
 
‘Time Capsule’ Archiving Through Strong Dark Archives (SDA): Designing Trustable Distributed Archives for Sensitive Materials
with John Bowers, Jack Cushman, and Jonathan Zittrain
Presented at Digital Library Federation Forum, 2020 and DIMACS Workshop on Co-Development of Computer Science and Law, 2020.
Journal of Archival Organization, 2022.
 
Ring Signatures for Anonymous Sourcing in Journalism
with Catherine Kerner
Presented at Computation+Journalism Conference, 2021.
[pdf]
 

Miscellaneous

 
Inter-Region Transfers for Pandemic Surges
with Kenneth Michelson, Chris Rees, Paige VonAchen, Michael Wornow, Michael Monuteaux, and Mark Neuman
Clinical Infectious Diseases, 2020.